• DocumentCode
    3421765
  • Title

    Aspects of MMOSPA estimation

  • Author

    Crouse, David F. ; Willett, Peter ; Bar-Shalom, Yaakov ; Svensson, Lennart

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
  • fYear
    2011
  • fDate
    12-15 Dec. 2011
  • Firstpage
    6001
  • Lastpage
    6006
  • Abstract
    We expand upon existing literature regarding using Minimum Mean Optimal Sub-Pattern Assignment (MMOSPA) estimates in multitarget tracking, noting its advantages in comparison to Maximum Likelihood (ML) and Minimum Mean Squared Error (MMSE) estimation, and look at the practical computation of MMOSPA estimates. We demonstrate the use of MMOSPA estimation in a two-target tracking scenario as well as outside of tracking in a radar angular superresolution scenario.
  • Keywords
    least mean squares methods; maximum likelihood estimation; radar tracking; target tracking; ML estimation; MMOSPA estimation; MMSE estimation; maximum likelihood estimation; minimum mean optimal sub-pattern assignment estimation; minimum mean squared error estimation; multitarget tracking; radar angular superresolution scenario; Approximation methods; Estimation; Optimization; Radar tracking; Target tracking; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-61284-800-6
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2011.6160245
  • Filename
    6160245
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3421765